Halu Oleo University
Student (Semester 5)
Portfolio Submission for
Smartpath Scholarship 2024
yudhyprayitno567@gmail.com
+62 877 2356 3238
linktr.ee/yudhy.AI
LM Yudhy Prayitno
Thief Detection Concept
Automatic Thief Detection via CCTV with Alarm System and Perpetrator Image Capture using YOLOv5 + ROI. This
project utilizes computer vision technology to automatically detect the presence of thieves in CCTV footage. When a
thief is detected, the system activates an alarm and captures an image of the perpetrator for further action.
Project 1 of 5
Year
2024
Theft incidents in retail stores remain a prevalent issue, causing substantial
material losses for business owners. According to circulating news reports,
shoplifting activities in various stores often occur, resulting in losses amounting
to hundreds of millions of rupiah. This situation highlights the need for an effective
solution to prevent and address theft incidents in a timely manner.
The project aims to contribute to addressing this problem. By leveraging computer
vision technology, this prototype can automatically detect the presence of thieves
from CCTV footage. When a thief is detected, the system will trigger an alarm and
capture an image of the perpetrator for further action. This solution has the potential
to prevent ongoing theft incidents and aid in quickly identifying the culprits.
Role
Machine Learning
Publication Link
https://github.com/Laoode/
Theft_Detection
Project 2 of 5
Ideathon
Chain Food Concept
This ideathon project envisions a blockchain-powered marketplace to reduce food waste by connecting suppliers
and consumers. It supports SDG 2 (Zero Hunger) by improving food accessibility, SDG 12 (Responsible Consumption
and Production) by minimizing waste, and SDG 13 (Climate Action) by reducing the environmental impact of food
waste.
Year
2024
As the team leader, I effectively managed the team and combined ideas from
each member to create Chain Food, a decentralized food waste management
solution leveraging blockchain technology. This app connects suppliers with
consumers, promoting transparency in the food supply chain while reducing
food waste by redistributing surplus food at a discounted rate.
Chain Food not only addresses environmental impacts by decreasing greenhouse gas
emissions from food decay but also aligns with global sustainability goals like Zero
Hunger and Climate Action. By implementing blockchain verification for expiration
dates, the platform ensures food safety and builds trust among users. This project
earned us the 2nd place in the One-Day Hackathon at Kalla Youth Fest x Lead The
Fest 2024.
Role
Team Leader & Project Manager
Publication Link
https://bit.ly/3XjGQYH
LM Yudhy Prayitno Halu Oleo University
Student (Semester 5)
yudhyprayitno567@gmail.com
+62 877 2356 3238
linktr.ee/yudhy.AI
Portfolio Submission for
Smartpath Scholarship 2024
Project 3 of 5
Halu Oleo University
Student (Semester 5)
Portfolio Submission for
Smartpath Scholarship 2024
yudhyprayitno567@gmail.com
+62 877 2356 3238
linktr.ee/yudhy.AI
LM Yudhy Prayitno
Netflix Analytics
Dashboard Visualized
with Power BI
Year
2024
Concept
This dashboard is designed to provide a comprehensive overview of Netflix's film and TV content, including rating
information, vote counts, geographic distribution, and title-specific details. The visually appealing and interactive
interface helps users explore the data easily and find relevant information.
Role
Data Analysis
Publication Link
https://github.com/Laoode/
Netflix_Analytics-PowerBI
This is an interactive Power BI dashboard analyzing Netflix's movie and TV show
catalog with information like genres, production countries, ratings, and vote
counts. It visualizes key metrics like title counts, average ratings, genre
distribution, geographic spread, and title details in an appealing, interactive
design for easy data exploration.
With the ever-increasing popularity of streaming platforms like Netflix and the vast
amount of content available, there is a growing need for data-driven insights to
understand viewer preferences, content performance, and market trends. This
dashboard aims to provide a comprehensive analytical solution by leveraging the
power of data visualization, enabling users to explore and uncover valuable
insights from Netflix's extensive catalog, ultimately aiding informed decision-
making processes within the entertainment industry.
Project 4 of 5
Halu Oleo University
Student (Semester 5)
Portfolio Submission for
Smartpath Scholarship 2024
yudhyprayitno567@gmail.com
+62 877 2356 3238
linktr.ee/yudhy.AI
LM Yudhy Prayitno
Agora-AI Chatbot App Concept
This project demonstrates the creation of a sophisticated chatbot utilizing the powerful OpenAI API integrated with
Python Flet, a modern framework for building interactive web applications.
Year
2023
As the team lead, I spearheaded a collaborative project within the Object-
Oriented Programming course, where we embarked on a journey to develop an
innovative chatbot application. Joined by a dedicated group of team members,
we harnessed the power of cutting-edge technologies to create a seamless
integration with OpenAI's advanced language model. Our goal was to provide
users with an intuitive and intelligent conversational experience, leveraging the
capabilities of artificial intelligence to deliver accurate and contextual responses.
The Agora-AI Chatbot showcases our collective efforts in building a user-friendly
application that combines the principles of object-oriented programming with the
versatility of Python, Flet, and OpenAI. This project not only allowed us to apply
our theoretical knowledge but also fostered collaboration, problem-solving skills,
and an appreciation for the boundless potential of technology in enhancing human-
machine interactions.
Role
Project Lead & Developer
Publication Link
https://github.com/Laoode/
AgoraAI_ChatBotApp
Project 5 of 5
Bungin Village
Website Concept
This website aims to provide information and services to the residents and visitors of Desa Bungin Permai.
Year
2023
As the Project Lead & Developer, I spearheaded the development of the Village
Web, a comprehensive website designed to provide essential information and
services to the residents and visitors of Desa Bungin Permai. This project was
part of our Web Programming course, where I took on the role of guiding my team
members in creating their unique versions of the Bungi Village website. I provided
them with the necessary knowledge and skills to implement PHP for the backend,
ensuring a robust and functional web application.
The Village Web features include a detailed Village Profile, comprehensive Village
Statistics, an engaging Village Portrait gallery, and a directory of Village Officials.
Built with a combination of PHP, HTML/CSS, JavaScript, and Bootstrap, this
project not only showcases my leadership and technical abilities but also highlights
my commitment to fostering collaborative learning and development within my
team.
Role
Project Lead & Developer
Publication Link
https://github.com/Laoode/
Village-Web
Halu Oleo University
Student (Semester 5) yudhyprayitno567@gmail.com
+62 877 2356 3238
linktr.ee/yudhy.AI
Portfolio Submission for
Smartpath Scholarship 2024
LM Yudhy Prayitno
